Fold 0 - Understanding why coefficient -1517368 was selected
Tag: ADJUSTABLE
Selected Coefficient: -1517368
Taxonomy Path: -15.10.6.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1517368 | 5.000000 | -15.10.6.3 | -3.6.10.15 (-(3*79^3 + 6*79^2 + 10*79 + 15)) | Yes | |
| -50403 | 5.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -6047906 | 6.000000 | -61.4.21.12 | -12.21.4.61 (-(12*79^3 + 21*79^2 + 4*79 + 61)) | No | |
| -1541527 | 6.000000 | -0.0.10.3 | -3.10.0.0 (-(3*79^3 + 10*79^2)) | No | |
| 68731 | 6.000000 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "ADJUSTABLE" tag (processing sequence 391). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 8155 | 70's Halter and Skorts - Flannel Green Beige Plaid | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 1586099 | PLAID | |
| 257 | Faceted Citrine Drop Necklace | -50403 | CITRINE, NECKLACE | 1466965 | BRIOLETTE | ||
| 272 | Rise Above Multi Strand Necklace | -50403 | CITRINE, NECKLACE | 1466965 | ALYCIÆNGEL, BRIOLETTE | ||
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -1517368 | CAP, MESH, GRAY | 0 | EMBROIDERED, HAIR | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | -1517368 | CAP, MESH, GRAY | 0 | EMBROIDERED, HAIR | ||
| 897 | Doozy | -1541527 | FASHION | -24159 | FLATTERING, SLIP DRESS | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -6047906 | NECKLACE, PINK | -4530538 | ALYCIÆNGEL, HEALTH |